notesum.ai

Published at November 12

Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements

cs.CL

cs.AI

cs.CY

Released Date: November 12, 2024

Authors: Antonia Karamolegkou¹, Sandrine Schiller Hansen¹, Ariadni Christopoulou², Filippos Stamatiou¹, Anne Lauscher³, Anders Søgaard¹

Aff.: ¹University of Copenhagen; ²Verita International School; ³University of Hamburg

Arxiv: http://arxiv.org/abs/2411.07845v1

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Model	$F1_{\mbox{BERTscore}}$
Model	Generation	Classification
Gemma-7b-it	0.83 $\pm$ 0.03	0.87 $\pm$ 0.04
Llama-3-8B-Inst	0.82 $\pm$ 0.04	0.86 $\pm$ 0.03
Mixtral-8x7B-Inst	0.83 $\pm$ 0.03	0.81 $\pm$ 0.02
Qwen2-7B-Inst	0.81 $\pm$ 0.03	0.85 $\pm$ 0.04